Table B.1
Coincidence between algorithm and validators for all objects.
| fc = 0.75 | fc = 1 | fc = 1.25 | fc = 1.50 | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Validator | Co | CD | SD | OD | Co | CD | SD | OD | Co | CD | SD | OD | Co | CD | SD | OD |
| v1 | 0.68 | 0.23 | 0.09 | 0.00 | 0.68 | 0.24 | 0.08 | 0.00 | 0.69 | 0.25 | 0.06 | 0.00 | 0.69 | 0.25 | 0.06 | 0.00 |
| v2 | 0.82 | 0.08 | 0.10 | 0.00 | 0.83 | 0.08 | 0.09 | 0.00 | 0.84 | 0.08 | 0.07 | 0.01 | 0.84 | 0.09 | 0.07 | 0.00 |
| v3 | 0.84 | 0.03 | 0.12 | 0.01 | 0.85 | 0.04 | 0.11 | 0.00 | 0.88 | 0.03 | 0.09 | 0.00 | 0.88 | 0.04 | 0.08 | 0.00 |
| v4 | 0.80 | 0.09 | 0.11 | 0.00 | 0.81 | 0.09 | 0.09 | 0.01 | 0.82 | 0.09 | 0.08 | 0.01 | 0.83 | 0.09 | 0.08 | 0.00 |
| v5 | 0.84 | 0.02 | 0.14 | 0.00 | 0.86 | 0.02 | 0.12 | 0.00 | 0.88 | 0.02 | 0.10 | 0.00 | 0.89 | 0.02 | 0.09 | 0.00 |
| v6 | 0.88 | 0.02 | 0.10 | 0.00 | 0.90 | 0.02 | 0.08 | 0.00 | 0.91 | 0.02 | 0.07 | 0.00 | 0.93 | 0.02 | 0.05 | 0.00 |
| v7 | 0.84 | 0.03 | 0.12 | 0.01 | 0.85 | 0.03 | 0.12 | 0.00 | 0.86 | 0.03 | 0.11 | 0.00 | 0.87 | 0.03 | 0.10 | 0.00 |
| v8 | 0.81 | 0.09 | 0.09 | 0.01 | 0.81 | 0.10 | 0.08 | 0.01 | 0.82 | 0.10 | 0.07 | 0.01 | 0.83 | 0.10 | 0.06 | 0.01 |
| median | 0.83 | 0.06 | 0.11 | 0.00 | 0.84 | 0.06 | 0.09 | 0.00 | 0.85 | 0.06 | 0.08 | 0.00 | 0.86 | 0.07 | 0.08 | 0.00 |
| std | 0.06 | 0.07 | 0.02 | 0.01 | 0.06 | 0.07 | 0.02 | 0.00 | 0.06 | 0.07 | 0.02 | 0.01 | 0.07 | 0.07 | 0.01 | 0.01 |
| fc = 1.75 | fc = 2 | fc = 2.25 | fc = 2.50 | |||||||||||||
| Validator | Co | CD | SD | OD | Co | CD | SD | OD | Co | CD | SD | OD | Co | CD | SD | OD |
| v1 | 0.69 | 0.25 | 0.05 | 0.01 | 0.69 | 0.25 | 0.06 | 0.00 | 0.69 | 0.25 | 0.06 | 0.00 | 0.69 | 0.25 | 0.05 | 0.01 |
| v2 | 0.85 | 0.09 | 0.06 | 0.00 | 0.86 | 0.09 | 0.05 | 0.00 | 0.86 | 0.09 | 0.05 | 0.00 | 0.87 | 0.09 | 0.04 | 0.00 |
| v3 | 0.89 | 0.04 | 0.07 | 0.00 | 0.89 | 0.04 | 0.07 | 0.00 | 0.88 | 0.04 | 0.08 | 0.00 | 0.88 | 0.04 | 0.08 | 0.00 |
| v4 | 0.83 | 0.09 | 0.07 | 0.01 | 0.83 | 0.09 | 0.07 | 0.01 | 0.84 | 0.09 | 0.07 | 0.00 | 0.84 | 0.09 | 0.06 | 0.01 |
| v5 | 0.89 | 0.02 | 0.08 | 0.01 | 0.90 | 0.02 | 0.08 | 0.00 | 0.90 | 0.02 | 0.08 | 0.00 | 0.91 | 0.02 | 0.07 | 0.00 |
| v6 | 0.93 | 0.02 | 0.05 | 0.00 | 0.93 | 0.02 | 0.05 | 0.00 | 0.93 | 0.02 | 0.05 | 0.00 | 0.93 | 0.02 | 0.05 | 0.00 |
| v7 | 0.88 | 0.03 | 0.09 | 0.00 | 0.88 | 0.03 | 0.08 | 0.01 | 0.89 | 0.03 | 0.08 | 0.00 | 0.90 | 0.03 | 0.07 | 0.00 |
| v8 | 0.84 | 0.11 | 0.05 | 0.00 | 0.84 | 0.10 | 0.06 | 0.00 | 0.84 | 0.10 | 0.05 | 0.01 | 0.85 | 0.10 | 0.05 | 0.00 |
| median | 0.87 | 0.07 | 0.07 | 0.00 | 0.87 | 0.07 | 0.07 | 0.00 | 0.87 | 0.07 | 0.07 | 0.00 | 0.88 | 0.07 | 0.06 | 0.00 |
| std | 0.07 | 0.07 | 0.01 | 0.01 | 0.07 | 0.07 | 0.01 | 0.01 | 0.07 | 0.07 | 0.01 | 0.00 | 0.07 | 0.07 | 0.01 | 0.00 |
Notes. The column "Validator" indicates the number of the validator used for the computation of the coincidence and discrepancy columns. Column "Co" stands for coincidence and is the fraction of coincidence. Column "CD" stands for complexity-discrepancy, which is the fraction of objects when the algorithm best model is model-1 and the validator recommendation is different, meaning a model with more components. Column "SD" stands for simplicity-discrepancy, which is the fraction of objects where the recommended model by the validators is model-1 and the algorithm best model is different, meaning a model with more components. Column "OD" is the fraction of other cases of discrepancy. The last row shows the median values for each column.
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